13 citations · 20 across the 3 of their papers we have counts for
5 papers
On Unsupervised Image-to-image translation and GAN stability
BahaaEddin AlAila, Zahra Jandaghi, Abolfazl Farahani +1
The problem of image-to-image translation is one that is intruiging and challenging at the same time, for the impact potential it can have on a wide variety of other computer visio…
The Use of Video Captioning for Fostering Physical Activity
Soheyla Amirian, Abolfazl Farahani, Hamid R. Arabnia +2
Video Captioning is considered to be one of the most challenging problems in the field of computer vision. Video Captioning involves the combination of different deep learning mode…
A Concise Review of Transfer Learning
Abolfazl Farahani, Behrouz Pourshojae, Khaled Rasheed +1
The availability of abundant labeled data in recent years led the researchers to introduce a methodology called transfer learning, which utilizes existing data in situations where…
A Brief Review of Domain Adaptation
Abolfazl Farahani, Sahar Voghoei, Khaled Rasheed +1
Classical machine learning assumes that the training and test sets come from the same distributions. Therefore, a model learned from the labeled training data is expected to perfor…
Video Contents Understanding using Deep Neural Networks
Mohammadhossein Toutiaee, Abbas Keshavarzi, Abolfazl Farahani +1
We propose a novel application of Transfer Learning to classify video-frame sequences over multiple classes. This is a pre-weighted model that does not require to train a fresh CNN…